Writing

From the Blog

Notes from my work as an AI engineer—on building responsibly, keeping systems sustainable, and making AI genuinely useful for the people who rely on it.

Featured

AI Agents

Building Responsible AI Agents: Principles Every AI Engineer Should Follow

30 June 20269 min read

AI agents can now call tools, query databases, and take real actions on your behalf. That power is exciting — and it changes everything about how we have to build. Here is a practical field guide.

Human-in-the-LoopGuardrailsObservability

AI Engineering

Beyond Accuracy: A Practical Guide to Evaluating Trustworthy AI Systems

22 June 20268 min read

Accuracy is the number everyone quotes and the number that hides the most. Real trust comes from measuring reliability, robustness, fairness, and safety — here is how to actually do it.

EvaluationTrust & SafetyRAG

AI Engineering

Green AI: Practical Strategies for Building Efficient and Sustainable AI Applications

12 June 20268 min read

Most teams optimise for accuracy and ignore the energy bill — for the planet and the budget. Green AI is about getting the performance you need while using far less compute. Here is how.

EfficiencyCost OptimizationSustainability

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